14 citations · 65 across the 18 of their papers we have counts for
18 papers
Efficient Link Prediction in Continuous-Time Dynamic Networks using Optimal Transmission and Metropolis Hastings Sampling
Ruizhi Zhang, Wei Wei, Qiming Yang +3
Efficient link prediction in continuous-time dynamic networks is a challenging problem that has attracted much research attention in recent years. A widely used approach to dynamic…
An Evolution Kernel Method for Graph Classification through Heat Diffusion Dynamics
Xue Liu, Dan Sun, Wei Wei +1
Autonomous individuals establish a structural complex system through pairwise connections and interactions. Notably, the evolution reflects the dynamic nature of each complex syste…
Anonymous Pattern Molecular Fingerprint and its Applications on Property Identification
Xue Liu, Qian Cheng, Dan Sun +3
Molecular fingerprints are significant cheminformatics tools to map molecules into vectorial space according to their characteristics in diverse functional groups, atom sequences,…
Parameter Convex Neural Networks
Jingcheng Zhou, Wei Wei, Xing Li +2
Deep learning utilizing deep neural networks (DNNs) has achieved a lot of success recently in many important areas such as computer vision, natural language processing, and recomme…
Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training
Jingcheng Zhou, Wei Wei, Zhiming Zheng
First-order methods like stochastic gradient descent(SGD) are recently the popular optimization method to train deep neural networks (DNNs), but second-order methods are scarcely u…
Effects of Dynamic-Win-Stay-Lose-Learn model with voluntary participation in social dilemma
Zhenyu Shi, Wei Wei, Xiangnan Feng +2
In recent years, Win-Stay-Lose-Learn rule has attracted wide attention as an effective strategy updating rule, and voluntary participation is proposed by introducing a third strate…